OpenML
6992

Run 6992

Task 29 (Supervised Classification) credit-approval Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K6
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9114
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8626
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
424.6535
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3314
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6669
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.75[564.84475602395331015.7907504114269483.88543266528814908.64471704177161760.5845701777503]